Machine Learning Scientist - NLP

Job Title: Machine Learning Scientist - NLP

Zenon AI is a global boutique consulting firm and a leading AI partner for Fortune 500 firms. We partner with clients across the globe to identify their highest-value opportunities, address their most critical challenges, and transform their enterprises using advanced analytics and data science.

What will you do?

• Apply NLP techniques to automate business processes in various domains
• Conduct applied research in NLP
• Maintain applied knowledge in existing NLP approaches
• Own a learning schedule to be/remain a subject matter expert
• Architect, build, scale, manage, and own ML solution pipelines
• Convert applied solutions into common utilities or/and products (if applicable)
• Participate in knowledge sharing sessions to level up other team members
• Publish results to arXiv and/or scholarly journals
• Participate in Kaggle competitions and apply knowledge gained to our applications

What are we looking for?

• Hold a master's degree in Mathematics, Statistics, Computer Science, Industrial Engineering, or related fields
• Must have experience modeling business problems and turning them into actionable items
• Built at least one end-to-end NLP solution (input data cleaning, labeling, encoding, decoding, and monitoring)
• Worked on out-of-memory datasets and conducted large scale analytics
• Able to comfortably and effectively read, write, and communicate maths and statistics

Good to have experience: 

• Hold a doctoral degree in Mathematics, Statistics, Computer Science, Industrial Engineering, or related fields
• Trained and deployed models in one of the following cloud platforms: AWS, Azure, GCP.
• Have done multi-instance/thread/GPU model training using TensorFlow and/or PyTorch.
• Know the basics of Knowledge graph, BERT, GPT, and all their variants (since 2017)
• Have exposure to representation learning, semi-supervised learning, active learning, and reinforcement learning.